SelectionBias-package: SelectionBias: Calculates Bounds for the Selection Bias for...

In SelectionBias: Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables

SelectionBias: Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables

Description

Computes bounds and sensitivity parameters as part of sensitivity analysis for selection bias. Different bounds are provided: the SV (Smith and VanderWeele), AF (assumption-free) bound, GAF (generalized AF), and CAF (counterfactual AF) bounds. The calculation of the sensitivity parameters for the SV and GAF bounds assume an additional dependence structure in form of a generalized M-structure. The bounds can be calculated for any structure as long as the necessary assumptions hold. See Smith and VanderWeele (2019) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1097/EDE.0000000000001032")}, Zetterstrom and Waernbaum (2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1515/em-2022-0108")} and Zetterstrom (2024) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1515/em-2023-0033")}.

Author(s)

Maintainer: Stina Zetterstrom [e-mail] (ORCID)

Authors:

• Ingeborg Waernbaum [e-mail] (ORCID)

See Also

Useful links:

• https://github.com/stizet/SelectionBias

• Report bugs at https://github.com/stizet/SelectionBias/issues

SelectionBias documentation built on May 29, 2024, 5:58 a.m.